Search Results for author: Wanjun Liu

Found 2 papers, 1 papers with code

Generalized Causal Tree for Uplift Modeling

1 code implementation4 Feb 2022 Preetam Nandy, Xiufan Yu, Wanjun Liu, Ye Tu, Kinjal Basu, Shaunak Chatterjee

In this paper, we propose a generalization of tree-based approaches to tackle multiple discrete and continuous-valued treatments.

Marketing

Model-free Feature Screening and FDR Control with Knockoff Features

no code implementations19 Aug 2019 Wanjun Liu, Yuan Ke, Jingyuan Liu, Runze Li

It can be shown that the proposed two-step approach enjoys both sure screening and FDR control if the pre-specified FDR level $\alpha$ is greater or equal to $1/s$, where $s$ is the number of active features.

Cannot find the paper you are looking for? You can Submit a new open access paper.